Your RAG PoC shows potential; context engineering unlocks real performance by shaping data, policies, memory, and tone so you can scale your prototype.
In the age of AI, UX Research must evolve from validation to proactive problem framing. Researchers who study trust, inclusion, and intent shape AI that works for people.
AI Browser (Altas) is an open-source Electron app that lets you control a browser with natural language to automate tasks, scrape data, and monitor sites.
Prompt-to-prototype multimodal agents fast; validate voice and text flows, trust/recovery, and multi-agent orchestration early to cut rework for dev teams.
Retrieval-Augmented Generation (RAG) optimization technique to reduce the number of tokens required to generate a response while maintaining response accuracy.
Google’s UCP lets AI agents handle end-to-end shopping across sites like Walmart. Sellers must optimize data for AI, saving time while introducing new privacy risks.
BigID leverages agentic AI to move beyond traditional LLMs, enabling secure, autonomous data discovery, governance, and real-time decision-making at enterprise scale.
Learn about two fundamental architectural patterns reshaping how we build intelligent systems. Explore ToolOrchestra, Mixture of Experts (MoE), and other AI patterns.
January 30, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS
CORE
AI makes code cheap, not thinking. When cost disappears, Agile principles supply discipline so teams don’t build the wrong thing faster at scale with AI.